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PUBLIC AI SHOPPING INTELLIGENCE•OBSERVED: SEPTEMBER 2026

Alo-yoga AI Commerce Audit

Independent observation of alo-yoga.com analyzing how AI shopping assistants (ChatGPT, Google Gemini, Perplexity) perceive catalog attributes, child variants, and authentic barcodes.

Observed Shopping Missions

MISSION 01AT RISK
“Find technical features under budget”

Description text touts key specifications, but machine-readable tags omit attributes. Filtered AI search models skip items without explicit structured data.

MISSION 02VERIFIED
“Variant size & color checkout handoff”

Storefront exposes clean variant options allowing AI shopping agents to resolve direct purchase links.

MISSION 03PARTIAL
“Barcode authenticity verification”

Some catalog variants lack verifiable GS1 GTIN barcodes, limiting eligibility in authoritative shopping carousels.

Why AI Commerce Intelligence Matters

Shopify now allows AI agents to browse catalogs and initiate checkout. However, agents operate deterministically: when a shopper asks for a specific attribute (e.g. “recycled”, “waterproof”, “organic”), models do not read page text like humans. They query structured metadata.

• Google Search Console + Datadog for AI Commerce• Powered by Relayeo Protocol

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Relayeo AI Commerce Index • Independent Storefront Observability